Chinese Journal of Lasers, Volume. 49, Issue 20, 2007210(2022)
Lung CT Image Enhancement Based on Image Segmentation and Total Variational
[1] Kong T L, Isa N A M. Histogram based image enhancement for non-uniformly illuminated and low contrast images[C], 586-591(2015).
[2] Wang W C, Cui X J. A background correction method for particle image under non-uniform illumination conditions[C], 695-699(2010).
[3] Magudeeswaran V, Ravichandran C G, Thirumurugan P. Brightness preserving bi-level fuzzy histogram equalization for MRI brain image contrast enhancement[J]. International Journal of Imaging Systems and Technology, 27, 153-161(2017).
[4] Kobashi S, Kondo K, Hata Y. Target image enhancement using representative line in MR cholangiography images[J]. International Journal of Imaging Systems and Technology, 14, 122-130(2004).
[5] Abdullah-Al-Wadud M, Kabir M H, Dewan M A A et al. A dynamic histogram equalization for image contrast enhancement[J]. IEEE Transactions on Consumer Electronics, 53, 593-600(2007).
[6] Tom V T, Wolfe G J. Adaptive histogram equalization and its applications[J]. Proceedings of SPIE, 359, 204-209(1983).
[7] Kandhway P, Bhandari A K. An optimal adaptive thresholding based sub-histogram equalization for brightness preserving image contrast enhancement[J]. Multidimensional Systems and Signal Processing, 30, 1859-1894(2019).
[8] Reza A M. Realization of the contrast limited adaptive histogram equalization (CLAHE) for real-time image enhancement[J]. Journal of VLSI Signal Processing Systems for Signal, Image and Video Technology, 38, 35-44(2004).
[9] Huo G Q, Lu J B, Luo S X. Image stitching based on CLAHE and improved ZNCC[J]. Laser & Optoelectronics Progress, 59, 1211003(2022).
[10] Poddar S, Tewary S, Sharma D et al. Non-parametric modified histogram equalisation for contrast enhancement[J]. IET Image Processing, 7, 641-652(2013).
[11] Lin S L, Lin Z X, Guo T L et al. Contrast enhancement by intensity preservation-based dynamic histogram equalization for electrowetting display[J]. IEEJ Transactions on Electrical and Electronic Engineering, 15, 121-127(2020).
[12] Wang H F, Yang P, Xu C et al. Lung CT image enhancement based on total variational frame and wavelet transform[J]. International Journal of Imaging Systems and Technology, 32, 1604-1614(2022).
[13] Rudin L I, Osher S, Fatemi E. Nonlinear total variation based noise removal algorithms[J]. Physica D: Nonlinear Phenomena, 60, 259-268(1992).
[14] Li C Y, Fan Q B. Multiplicative noise removal via combining total variation and wavelet frame[J]. International Journal of Computer Mathematics, 95, 2036-2055(2018).
[15] Zhou Y B, Ye J M, Du Y J et al. New improved optimized method for medical image enhancement based on modified shark smell optimization algorithm[J]. Sensing and Imaging, 21, 20(2020).
[16] Li Z, Jia Z H, Yang J et al. An efficient and high quality medical CT image enhancement algorithm[J]. International Journal of Imaging Systems and Technology, 30, 939-949(2020).
[17] Acharya U K, Kumar S. Genetic algorithm based adaptive histogram equalization (GAAHE) technique for medical image enhancement[J]. Optik, 230, 166273(2021).
[18] Xiang W D, Yang P, Wang S et al. Underwater image enhancement based on red channel weighted compensation and Gamma correction model[J]. Opto-Electronic Advances, 1, 16-24(2018).
[19] Peng J, Xue F J, Yuan Y B. Adaptive image defogging algorithm combining multi-scale Retinex and dark channel[J]. Laser & Optoelectronics Progress, 58, 0410004(2021).
[20] Li P, Liang D, Liang D T et al. Research on defect inspection method of pipeline robot based on adaptive image enhancement[J]. Opto-Electronic Engineering, 47, 190304(2020).
[21] Agarwal M, Mahajan R. Medical image contrast enhancement using range limited weighted histogram equalization[J]. Procedia Computer Science, 125, 149-156(2018).
[22] Xu K Y, Li D H, Liu A et al. Filtering method of fixed pattern noise in window wavefront based on wavelet transform[J]. Chinese Journal of Lasers, 47, 0904008(2020).
[23] Gao T. Face recognition based on multi-scale Retinex in discrete wavelet transform model under difficult lighting condition[J]. Video Engineering, 36, 122-125(2012).
[24] Kimlyk M, Umnyashkin S. Image denoising using discrete wavelet transform and edge information[C], 1823-1825(2018).
[25] Kandhway P, Bhandari A K, Singh A. A novel reformed histogram equalization based medical image contrast enhancement using krill herd optimization[J]. Biomedical Signal Processing and Control, 56, 101677(2020).
[26] Saad N H, Isa N A M, Saleh H M. Nonlinear exposure intensity based modification histogram equalization for non-uniform illumination image enhancement[J]. IEEE Access, 9, 93033-93061(2021).
[27] Tan S F, Isa N A M. Exposure based multi-histogram equalization contrast enhancement for non-uniform illumination images[J]. IEEE Access, 7, 70842-70861(2019).
[28] Joseph J, Periyasamy R. A fully customized enhancement scheme for controlling brightness error and contrast in magnetic resonance images[J]. Biomedical Signal Processing and Control, 39, 271-283(2018).
Get Citation
Copy Citation Text
Hongfei Wang, ShiQing Ma, Lei Min, Shuai Wang, Wei Yang, Chuan Xu, Ping Yang. Lung CT Image Enhancement Based on Image Segmentation and Total Variational[J]. Chinese Journal of Lasers, 2022, 49(20): 2007210
Category: Biomedical Optical Imaging
Received: Aug. 8, 2022
Accepted: Sep. 1, 2022
Published Online: Oct. 14, 2022
The Author Email: Yang Wei (xhuyw@mail.xhu.edu.cn), Xu Chuan (xuchuan100@163.com), Yang Ping (pingyang2516@163.com)